TY - JOUR
T1 - Population-level variation in enhancer expression identifies disease mechanisms in the human brain
AU - the CommonMind Consortium
AU - Dong, Pengfei
AU - Hoffman, Gabriel E.
AU - Apontes, Pasha
AU - Bendl, Jaroslav
AU - Rahman, Samir
AU - Fernando, Michael B.
AU - Zeng, Biao
AU - Vicari, James M.
AU - Zhang, Wen
AU - Girdhar, Kiran
AU - Townsley, Kayla G.
AU - Misir, Ruth
AU - Chess, Andrew
AU - Gulyás-Kovács, Attila
AU - Kassim, Bibi
AU - Xia, Eva
AU - Buxbaum, Joseph D.
AU - Sloofman, Laura
AU - Couto, Lizette
AU - Amaro, Mariana
AU - Iskhakova, Marina
AU - Breen, Michael
AU - Devillers, Olivia
AU - Akbarian, Schahram
AU - Jiang, Shan
AU - Kleopoulos, Steven P.
AU - Ma, Yixian
AU - Kim, Yungil
AU - Berretta, Sabina
AU - Mandal, Ajeet
AU - Lipska, Barbara K.
AU - McMahon, Francis
AU - Auluck, Pavan K.
AU - Marenco, Stefano
AU - Montgomery, Kelsey S.
AU - Peters, Mette A.
AU - Sieberts, Solveig K.
AU - Hahn, Chang Gyu
AU - Gur, Raquel
AU - Wang, Jiebiao
AU - Devlin, Bernie
AU - Lewis, David A.
AU - Klei, Lambertus
AU - Domenici, Enrico
AU - Filosi, Michele
AU - Brennand, Kristen J.
AU - Haroutunian, Vahram
AU - Voloudakis, Georgios
AU - Fullard, John F.
AU - Roussos, Panos
N1 - Publisher Copyright:
© 2022, This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply.
PY - 2022/10
Y1 - 2022/10
N2 - Identification of risk variants for neuropsychiatric diseases within enhancers underscores the importance of understanding population-level variation in enhancer function in the human brain. Besides regulating tissue-specific and cell-type-specific transcription of target genes, enhancers themselves can be transcribed. By jointly analyzing large-scale cell-type-specific transcriptome and regulome data, we cataloged 30,795 neuronal and 23,265 non-neuronal candidate transcribed enhancers. Examination of the transcriptome in 1,382 brain samples identified robust expression of transcribed enhancers. We explored gene–enhancer coordination and found that enhancer-linked genes are strongly implicated in neuropsychiatric disease. We identified expression quantitative trait loci (eQTLs) for both genes and enhancers and found that enhancer eQTLs mediate a substantial fraction of neuropsychiatric trait heritability. Inclusion of enhancer eQTLs in transcriptome-wide association studies enhanced functional interpretation of disease loci. Overall, our study characterizes the gene–enhancer regulome and genetic mechanisms in the human cortex in both healthy and diseased states.
AB - Identification of risk variants for neuropsychiatric diseases within enhancers underscores the importance of understanding population-level variation in enhancer function in the human brain. Besides regulating tissue-specific and cell-type-specific transcription of target genes, enhancers themselves can be transcribed. By jointly analyzing large-scale cell-type-specific transcriptome and regulome data, we cataloged 30,795 neuronal and 23,265 non-neuronal candidate transcribed enhancers. Examination of the transcriptome in 1,382 brain samples identified robust expression of transcribed enhancers. We explored gene–enhancer coordination and found that enhancer-linked genes are strongly implicated in neuropsychiatric disease. We identified expression quantitative trait loci (eQTLs) for both genes and enhancers and found that enhancer eQTLs mediate a substantial fraction of neuropsychiatric trait heritability. Inclusion of enhancer eQTLs in transcriptome-wide association studies enhanced functional interpretation of disease loci. Overall, our study characterizes the gene–enhancer regulome and genetic mechanisms in the human cortex in both healthy and diseased states.
UR - http://www.scopus.com/inward/record.url?scp=85138877498&partnerID=8YFLogxK
U2 - 10.1038/s41588-022-01170-4
DO - 10.1038/s41588-022-01170-4
M3 - Article
C2 - 36163279
AN - SCOPUS:85138877498
SN - 1061-4036
VL - 54
SP - 1493
EP - 1503
JO - Nature Genetics
JF - Nature Genetics
IS - 10
ER -